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Extended TANYAKUMU Labelling Method to Compute Shortest Paths in Directed Networks.

Authors :
Tawanda, Trust
Munapo, Elias
Kumar, Santosh
Nyamugure, Philimon
Source :
International Journal of Mathematical, Engineering & Management Sciences; Oct2023, Vol. 8 Issue 5, p991-1005, 15p
Publication Year :
2023

Abstract

Shortest path problem (SPP) has various applications in areas such as telecommunications, transportation and emergency services, and postal services among others. As a result, several algorithms have been developed to solve the SPP and related problems. The current paper extends the TANYAKUMU labelling method for solving the Travelling salesman problem (TSP) to solve SPP in directed transportation networks. Numerical illustrations are used to prove the validity of the proposed method. The main contributions of this paper are as follows: (i) modification of TSP algorithm to solve single source SPP, (ii) the developed method numerically evaluated on four increasingly complex problems of sizes 11×11, 21×21, 23×23 and 26×26 and lastly (iii) the solutions obtained from solving these four problems are compared with those obtained by Minimum incoming weight label (MIWL) algorithm. The proposed algorithm computed the same shortest paths as the MIWL algorithm on all four problems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
24557749
Volume :
8
Issue :
5
Database :
Complementary Index
Journal :
International Journal of Mathematical, Engineering & Management Sciences
Publication Type :
Academic Journal
Accession number :
173129982
Full Text :
https://doi.org/10.33889/IJMEMS.2023.8.5.057